Differentially Private Language Models for Secure Data Sharing.
Justus MatternZhijing JinBenjamin WeggenmannBernhard SchölkopfMrinmaya SachanPublished in: CoRR (2022)
Keyphrases
- language model
- data sharing
- differentially private
- differential privacy
- sensitive data
- homomorphic encryption
- language modeling
- encryption scheme
- data access
- private data
- data privacy
- data integration
- probabilistic model
- query expansion
- peer to peer
- document retrieval
- distributed data
- information sharing
- information retrieval
- privacy preserving
- retrieval model
- test collection
- query terms
- privacy protection
- data storage
- privacy preservation
- database
- data management
- bayesian networks
- data mining